Design of interval type-2 fuzzy logic controller

Ming Ying Hsiao, Tzuu-Hseng S. Li

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

In this paper, we propose a novel interval type-2 fuzzy logic controller (IT2FLC) for interval system. The precise mathematical model of the controlled plant is not required to design this IT2FLC. Design procedure of the IT2FLC is explored in detail. A typical linear interval system with 50% parameter variations is adopted to demonstrate the effectiveness of the proposed IT2FLC. For better understanding the performance of IT2FLC, numerous shapes of membership functions and variation of rule numbers of rule table are evaluated for simulation thoroughly. The simulation results are compared with those from type-1 fuzzy logic controller (T1FLC) under same conditions. It shows that the performance of IT2FLC is much better than that of T1FLC if the number of rule is reduced.

Original languageEnglish
Title of host publication2006 IEEE International Conference on Systems, Man and Cybernetics
Pages4976-4981
Number of pages6
DOIs
Publication statusPublished - 2007 Aug 28
Event2006 IEEE International Conference on Systems, Man and Cybernetics - Taipei, Taiwan
Duration: 2006 Oct 82006 Oct 11

Publication series

NameConference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Volume6
ISSN (Print)1062-922X

Other

Other2006 IEEE International Conference on Systems, Man and Cybernetics
CountryTaiwan
CityTaipei
Period06-10-0806-10-11

Fingerprint

Fuzzy logic
Controllers
Membership functions
Linear systems
Mathematical models

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Hsiao, M. Y., & Li, T-H. S. (2007). Design of interval type-2 fuzzy logic controller. In 2006 IEEE International Conference on Systems, Man and Cybernetics (pp. 4976-4981). [4274704] (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; Vol. 6). https://doi.org/10.1109/ICSMC.2006.385095
Hsiao, Ming Ying ; Li, Tzuu-Hseng S. / Design of interval type-2 fuzzy logic controller. 2006 IEEE International Conference on Systems, Man and Cybernetics. 2007. pp. 4976-4981 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).
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Hsiao, MY & Li, T-HS 2007, Design of interval type-2 fuzzy logic controller. in 2006 IEEE International Conference on Systems, Man and Cybernetics., 4274704, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, vol. 6, pp. 4976-4981, 2006 IEEE International Conference on Systems, Man and Cybernetics, Taipei, Taiwan, 06-10-08. https://doi.org/10.1109/ICSMC.2006.385095

Design of interval type-2 fuzzy logic controller. / Hsiao, Ming Ying; Li, Tzuu-Hseng S.

2006 IEEE International Conference on Systems, Man and Cybernetics. 2007. p. 4976-4981 4274704 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics; Vol. 6).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Hsiao MY, Li T-HS. Design of interval type-2 fuzzy logic controller. In 2006 IEEE International Conference on Systems, Man and Cybernetics. 2007. p. 4976-4981. 4274704. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). https://doi.org/10.1109/ICSMC.2006.385095